Fast Distributed Submodular Cover: Public-Private Data Summarization

Baharan Mirzasoleiman, Morteza Zadimoghaddam, Amin Karbasi

Neural Information Processing Systems 

A major fraction of the data is public and is visible to (and can be used for) all users.